Similarly, Tab. REF  and Fig. REF  show that DONNA finds models that are on-par with architectures found by other state-of-the-art methods such as MnasNet [1]} and OFA [2]} in the same spaces. Tab. REF  shows DONNA finds models in the MobileNetV3 (1.0\(\times \) ) space that are on par with MobileNetV3 [3]} in terms of number of operations, although [3]} is found using expensive MnasNet [1]}. Fig. REF  shows the same for networks found through DONNA in the MobileNetV3 (1.2\(\times \) ) search space, by comparing them to models found through OFA [2]} optimized for the same complexity metric and trained with the same hyperparameters. More results for other search spaces are shown in Figure REF  in Appendix REF . We also visualize Pareto-optimal DONNA models for different platforms in Appendix .
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